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linux_deeplearning_tools

These are some useful tools to use with Linux (focus on Ubuntu) when working with Deep Learning.

maix-keras-workspace

Keras workspace for Sipeed MAIX boards

map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

mask-rcnn-shiny

mfcc-dtw

Simple MFCC extractor and an speech recognition algorithm (Dynamic Time Warping)

mfccanddtw

keywords recognition via MFCC and DTW

ml-from-scratch

ml-kws-for-mcu

Keyword spotting on Arm Cortex-M Microcontrollers

mobilenet-ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

ocropy

Python-based tools for document analysis and OCR

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-demos

realtimecv

Detection and classification of objects in image, video, and webcam feed using tensorflow

resnext-tensorflow

Simple Tensorflow implementation of ResNeXt using Cifar10

returnn

The RWTH extensible training framework for universal recurrent neural networks

scut

Các thông tin quan trọng tại SCUT

speakervoiceidentifier

SpeakerVoiceIdentifier can recognize the voice of a speaker by learning.

speech

A PyTorch Implementation of End-to-End Models for Speech-to-Text

ssd_detectors

SSD-based object and text detection with Keras, SSD, DSOD, TextBoxes, SegLink, TextBoxes++, CRNN

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

streamlit

Streamlit — The fastest way to build custom ML tools

tact-webcam-recorder

tensorflow-yolov3

pure tensorflow Implement of YOLOv3 with support to train your own dataset

tesseract

Tesseract Open Source OCR Engine (main repository)

tesseract4

Chạy thử OCR

textboxes_plusplus

TextBoxes++: A Single-Shot Oriented Scene Text Detector

tf-ssd-mobilenetv1

Based on the balancap's ssd, I add the mobilenetv1. The basic architecture has problem, the loss cannot converge, so the code cannot work yet. Need to update

torch_restnet_ctc

tpu

Reference models and tools for Cloud TPUs.